{ "lang":"en", "name":"legal_ner_pipeline", "version":"0.0.0", "description":"", "author":"", "email":"", "url":"", "license":"", "spacy_version":">=3.7.6,<3.8.0", "spacy_git_version":"319e025", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "tok2vec":[ ], "ner":[ "CASE_NUMBER", "COURT", "DATE", "GPE", "JUDGE", "LAWYER", "ORG", "OTHER_PERSON", "PETITIONER", "PRECEDENT", "PROVISION", "RESPONDENT", "STATUTE", "WITNESS" ] }, "pipeline":[ "tok2vec", "ner" ], "components":[ "tok2vec", "ner" ], "disabled":[ ], "performance":{ "ents_f":0.7336078556, "ents_p":0.7563683867, "ents_r":0.7121771218, "ents_per_type":{ "STATUTE":{ "p":0.8894736842, "r":0.7612612613, "f":0.8203883495 }, "PRECEDENT":{ "p":0.5621301775, "r":0.5367231638, "f":0.549132948 }, "JUDGE":{ "p":0.6842105263, "r":0.8218390805, "f":0.7467362924 }, "GPE":{ "p":0.6576576577, "r":0.4010989011, "f":0.4982935154 }, "OTHER_PERSON":{ "p":0.593220339, "r":0.6363636364, "f":0.6140350877 }, "DATE":{ "p":0.8070866142, "r":0.9360730594, "f":0.866807611 }, "PROVISION":{ "p":0.9076305221, "r":0.8759689922, "f":0.8915187377 }, "CASE_NUMBER":{ "p":0.5360824742, "r":0.4297520661, "f":0.4770642202 }, "COURT":{ "p":0.8892857143, "r":0.8412162162, "f":0.8645833333 }, "ORG":{ "p":0.5476190476, "r":0.4339622642, "f":0.4842105263 }, "LAWYER":{ "p":0.8888888889, "r":0.8692699491, "f":0.8789699571 }, "RESPONDENT":{ "p":0.7106227106, "r":0.6237942122, "f":0.6643835616 }, "PETITIONER":{ "p":0.6702702703, "r":0.5876777251, "f":0.6262626263 }, "WITNESS":{ "p":0.625, "r":0.5172413793, "f":0.5660377358 } }, "tok2vec_loss":4884.3950173355, "ner_loss":5486.988037725 }, "requirements":[ ] }